A crumpled five dollar bill resting on a mechanical keyboard — representing how a $5 domain purchase exposed a critical 9.4 CVSS vulnerability in Salesforce Agentforce

Agentforce Headless 360: The API Quota & Security Risks Nobody Mentions

I’ve spent the last few weeks going deep on the Headless 360 documentation and auditing early deployment patterns. And I keep having the same conversation with architects who built it and leadership who approved it where I ask one question and get the same uncomfortable pause. “What’s your API quota strategy for when the agent is live?” Silence. Then: “We assumed it would be fine.” That assumption is the problem. Headless 360, announced at Salesforce TDX in April 2026, is a genuinely significant platform shift - it opens your entire CRM to AI agents via APIs, MCP tools, and CLI commands, no browser required. The marketing is compelling. The demo is clean. What the launch deck doesn’t show you is what happens on day one when real users start talking to your agent, or what happens when someone figures out your agent will do whatever it’s told by anyone. ...

June 28, 2026 · 7 min · Pavan Chavali
Minimalist digital art featuring a glowing orange shield icon centering a stream of blue data waves on a dark background. Text reads 'ENTROPY SENTINEL: Local-First Security'. Represents local-first cybersecurity architecture and data privacy.

The Vibe Coding Trap: Architecting ‘Entropy Sentinel’, a Local-First Bodyguard for Your Clipboard

The era of “Vibe Coding” has fundamentally changed the physics of shipping software. We aren’t just typing anymore; we are conducting. Between Cursor’s Composer, the Claude CLI, and GitHub Copilot, the friction of writing syntax has evaporated. You describe the feature, the AI handles the implementation, and you stay in the flow state. But this velocity has a silent tax. When you are tab-completing entire functions at 100mph, you aren’t auditing line 42 of that generated boilerplate. You are optimizing for “Does it run?”, not " Is it safe?". ...

December 16, 2025 · 7 min · Pavan Chavali

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